Advanced Acoustic Monitoring Using Psychoacoustic Heatmap Machine Learning Models for Noise Impact Prediction in Air-Conditioned Building Environments.

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Title: Advanced Acoustic Monitoring Using Psychoacoustic Heatmap Machine Learning Models for Noise Impact Prediction in Air-Conditioned Building Environments.
Authors: Ma KW; Department of Mechanical Engineering, National Taipei University of Technology, Taipei 10608, Taiwan.; Department of Building Environment and Energy Engineering, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong, China., Mak CM; Department of Building Environment and Energy Engineering, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong, China., Chung FL; Department of Computing, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong, China., Wong HM; Faculty of Dentistry, The University of Hong Kong, Pok Fu Lam, Hong Kong Island, Hong Kong, China.
Source: Sensors (Basel, Switzerland) [Sensors (Basel)] 2026 Jan 13; Vol. 26 (2). Date of Electronic Publication: 2026 Jan 13.
Publication Type: Journal Article
Journal Info: Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220 (Electronic) Linking ISSN: 14248220 NLM ISO Abbreviation: Sensors (Basel) Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Ma+KW%22">Ma KW</searchLink>; Department of Mechanical Engineering, National Taipei University of Technology, Taipei 10608, Taiwan.; Department of Building Environment and Energy Engineering, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong, China.<br /><searchLink fieldCode="AU" term="%22Mak+CM%22">Mak CM</searchLink>; Department of Building Environment and Energy Engineering, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong, China.<br /><searchLink fieldCode="AU" term="%22Chung+FL%22">Chung FL</searchLink>; Department of Computing, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong, China.<br /><searchLink fieldCode="AU" term="%22Wong+HM%22">Wong HM</searchLink>; Faculty of Dentistry, The University of Hong Kong, Pok Fu Lam, Hong Kong Island, Hong Kong, China.
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  Data: <searchLink fieldCode="JN" term="%22101204366%22">Sensors (Basel, Switzerland)</searchLink> [Sensors (Basel)] 2026 Jan 13; Vol. 26 (2). <i>Date of Electronic Publication: </i>2026 Jan 13.
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      – TitleFull: Advanced Acoustic Monitoring Using Psychoacoustic Heatmap Machine Learning Models for Noise Impact Prediction in Air-Conditioned Building Environments.
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              Text: 2026 Jan 13
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